Overview

Brought to you by YData

Dataset statistics

Number of variables	25
Number of observations	747102
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	138.2 MiB
Average record size in memory	194.0 B

Variable types

Numeric	21
Categorical	4

Alerts

`Age` is highly overall correlated with `Intensity_Index` and 1 other fields	High correlation
`BMI` is highly overall correlated with `Height` and 2 other fields	High correlation
`Body_Temp` is highly overall correlated with `Body_Temp_Deviation` and 17 other fields	High correlation
`Body_Temp_Deviation` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Calories` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Calories_Est` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Duration` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Duration_Group` is highly overall correlated with `Body_Temp` and 16 other fields	High correlation
`Duration_Per_Age` is highly overall correlated with `Body_Temp` and 16 other fields	High correlation
`Effort` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Effort_Per_Kg` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Heart_Rate` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Heart_Rate_Deviation` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Heart_Rate_Group` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Height` is highly overall correlated with `BMI` and 2 other fields	High correlation
`Intensity_Index` is highly overall correlated with `Age` and 17 other fields	High correlation
`Is_Fever` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Is_Short_Session` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Log_Age` is highly overall correlated with `Age` and 1 other fields	High correlation
`Log_Calories_Est` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Log_Duration` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Log_Effort` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Log_Effort_Per_Kg` is highly overall correlated with `Body_Temp` and 17 other fields	High correlation
`Log_Weight` is highly overall correlated with `BMI` and 2 other fields	High correlation
`Weight` is highly overall correlated with `BMI` and 2 other fields	High correlation

Reproduction

Analysis started	2025-05-20 15:44:26.840759
Analysis finished	2025-05-20 15:45:29.710557
Duration	1 minute and 2.87 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Age
Real number (ℝ)

High correlation

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.419407

Minimum	20
Maximum	79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	20
5-th percentile	21
Q1	28
median	40
Q3	52
95-th percentile	70
Maximum	79
Range	59
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	15.183397
Coefficient of variation (CV)	0.36657688
Kurtosis	-0.74740859
Mean	41.419407
Median Absolute Deviation (MAD)	12
Skewness	0.43728747
Sum	30944522
Variance	230.53555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	36132	4.8%
32	26623	3.6%
20	26128	3.5%
40	22168	3.0%
45	21436	2.9%
22	21204	2.8%
26	20730	2.8%
25	20539	2.7%
54	20352	2.7%
42	20075	2.7%
Other values (50)	511715	68.5%

Value	Count	Frequency (%)
20	26128	3.5%
21	36132	4.8%
22	21204	2.8%
23	14609	2.0%
24	17775	2.4%
25	20539	2.7%
26	20730	2.8%
27	14444	1.9%
28	18001	2.4%
29	16746	2.2%

Value	Count	Frequency (%)
79	4273	0.6%
78	1607	0.2%
77	1706	0.2%
76	1078	0.1%
75	4035	0.5%
74	3792	0.5%
73	5451	0.7%
72	5003	0.7%
71	6734	0.9%
70	3968	0.5%

Height
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	174.69471

Minimum	126
Maximum	222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	126
5-th percentile	154
Q1	164
median	174
Q3	185
95-th percentile	195
Maximum	222
Range	96
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	12.820441
Coefficient of variation (CV)	0.073387689
Kurtosis	-0.83719199
Mean	174.69471
Median Absolute Deviation (MAD)	10
Skewness	0.05158944
Sum	1.3051477 × 10⁸
Variance	164.36371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187	26136	3.5%
161	26065	3.5%
169	24682	3.3%
179	23564	3.2%
174	22187	3.0%
182	21395	2.9%
181	20352	2.7%
184	20214	2.7%
164	20087	2.7%
171	18985	2.5%
Other values (76)	523435	70.1%

Value	Count	Frequency (%)
126	1	< 0.1%
129	1	< 0.1%
135	2	< 0.1%
136	2	< 0.1%
137	2	< 0.1%
138	4	< 0.1%
139	5	< 0.1%
140	19	< 0.1%
141	58	< 0.1%
142	50	< 0.1%

Value	Count	Frequency (%)
222	3	< 0.1%
218	3	< 0.1%
217	6	< 0.1%
214	20	< 0.1%
213	46	< 0.1%
212	98	< 0.1%
211	154	< 0.1%
210	122	< 0.1%
209	144	< 0.1%
208	295	< 0.1%

Weight
Real number (ℝ)

High correlation

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.140585

Minimum	36
Maximum	132
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	36
5-th percentile	55
Q1	63
median	74
Q3	87
95-th percentile	99
Maximum	132
Range	96
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	13.977033
Coefficient of variation (CV)	0.18601177
Kurtosis	-0.99396747
Mean	75.140585
Median Absolute Deviation (MAD)	12
Skewness	0.21119052
Sum	56137681
Variance	195.35745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	27643	3.7%
64	26549	3.6%
63	21392	2.9%
60	20523	2.7%
62	20240	2.7%
81	19897	2.7%
88	19471	2.6%
91	18825	2.5%
59	18653	2.5%
68	18178	2.4%
Other values (81)	535731	71.7%

Value	Count	Frequency (%)
36	1	< 0.1%
37	1	< 0.1%
39	1	< 0.1%
40	2	< 0.1%
41	3	< 0.1%
42	3	< 0.1%
43	4	< 0.1%
44	36	< 0.1%
45	74	< 0.1%
46	57	< 0.1%

Value	Count	Frequency (%)
132	2	< 0.1%
128	3	< 0.1%
126	3	< 0.1%
124	1	< 0.1%
123	10	< 0.1%
122	3	< 0.1%
121	46	< 0.1%
120	1	< 0.1%
119	17	< 0.1%
118	18	< 0.1%

Duration
Real number (ℝ)

High correlation

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.433595

Minimum	1
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	8
median	15
Q3	23
95-th percentile	28
Maximum	30
Range	29
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.3527506
Coefficient of variation (CV)	0.54120575
Kurtosis	-1.1955427
Mean	15.433595
Median Absolute Deviation (MAD)	7
Skewness	0.024523107
Sum	11530470
Variance	69.768442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
9	28706	3.8%
26	28704	3.8%
19	28333	3.8%
15	27926	3.7%
11	27729	3.7%
25	27686	3.7%
5	27318	3.7%
16	27161	3.6%
28	27159	3.6%
8	26690	3.6%
Other values (20)	469690	62.9%

Value	Count	Frequency (%)
1	12520	1.7%
2	23480	3.1%
3	26013	3.5%
4	25809	3.5%
5	27318	3.7%
6	26032	3.5%
7	24986	3.3%
8	26690	3.6%
9	28706	3.8%
10	26601	3.6%

Value	Count	Frequency (%)
30	12446	1.7%
29	23804	3.2%
28	27159	3.6%
27	24702	3.3%
26	28704	3.8%
25	27686	3.7%
24	24712	3.3%
23	22318	3.0%
22	23167	3.1%
21	26019	3.5%

Heart_Rate
Real number (ℝ)

High correlation

Distinct	63
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.495697

Minimum	67
Maximum	128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	67
5-th percentile	80
Q1	88
median	95
Q3	103
95-th percentile	111
Maximum	128
Range	61
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.4511338
Coefficient of variation (CV)	0.098969211
Kurtosis	-0.67628535
Mean	95.495697
Median Absolute Deviation (MAD)	7
Skewness	-0.0074440109
Sum	71345026
Variance	89.32393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91	34045	4.6%
99	29258	3.9%
102	28883	3.9%
94	27751	3.7%
101	27276	3.7%
96	26893	3.6%
90	26602	3.6%
89	25268	3.4%
93	25023	3.3%
104	24984	3.3%
Other values (53)	471119	63.1%

Value	Count	Frequency (%)
67	80	< 0.1%
68	53	< 0.1%
69	254	< 0.1%
70	173	< 0.1%
71	305	< 0.1%
72	657	0.1%
73	1044	0.1%
74	2028	0.3%
75	2153	0.3%
76	4037	0.5%

Value	Count	Frequency (%)
128	28	< 0.1%
127	4	< 0.1%
126	4	< 0.1%
125	56	< 0.1%
124	3	< 0.1%
123	23	< 0.1%
122	78	< 0.1%
121	185	< 0.1%
120	207	< 0.1%
119	399	0.1%

Body_Temp
Real number (ℝ)

High correlation

Distinct	75
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.037322

Minimum	37.1
Maximum	41.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	37.1
5-th percentile	38.5
Q1	39.6
median	40.3
Q3	40.7
95-th percentile	40.9
Maximum	41.5
Range	4.4
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	0.77923045
Coefficient of variation (CV)	0.019462602
Kurtosis	0.52403928
Mean	40.037322
Median Absolute Deviation (MAD)	0.4
Skewness	-1.0233571
Sum	29911963
Variance	0.60720009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.7	66909	9.0%
40.8	52562	7.0%
40.5	49440	6.6%
40.3	48817	6.5%
40.6	47951	6.4%
40.4	41890	5.6%
40.9	39801	5.3%
40.1	35844	4.8%
40.2	32049	4.3%
39.7	30671	4.1%
Other values (65)	301168	40.3%

Value	Count	Frequency (%)
37.1	22	< 0.1%
37.2	75	< 0.1%
37.3	189	< 0.1%
37.4	943	0.1%
37.5	972	0.1%
37.6	1159	0.2%
37.7	4323	0.6%
37.8	3347	0.4%
37.9	3743	0.5%
38	3826	0.5%

Value	Count	Frequency (%)
41.5	59	< 0.1%
41.4	165	< 0.1%
41.3	1424	0.2%
41.2	3418	0.5%
41.1	7985	1.1%
41.03	1	< 0.1%
41	15428	2.1%
40.9	39801	5.3%
40.897	1	< 0.1%
40.8	52562	7.0%

Calories
Real number (ℝ)

High correlation

Distinct	277
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.366319

Minimum	1
Maximum	314
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	34
median	77
Q3	136
95-th percentile	200
Maximum	314
Range	313
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	62.39854
Coefficient of variation (CV)	0.70613487
Kurtosis	-0.69197429
Mean	88.366319
Median Absolute Deviation (MAD)	48
Skewness	0.53726184
Sum	66018654
Variance	3893.5778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	8247	1.1%
13	7238	1.0%
11	6948	0.9%
12	6920	0.9%
17	6892	0.9%
8	6873	0.9%
20	6861	0.9%
9	6628	0.9%
4	6287	0.8%
28	6162	0.8%
Other values (267)	678046	90.8%

Value	Count	Frequency (%)
1	637	0.1%
2	2414	0.3%
3	4723	0.6%
4	6287	0.8%
5	4214	0.6%
6	5253	0.7%
7	8247	1.1%
8	6873	0.9%
9	6628	0.9%
10	6130	0.8%

Value	Count	Frequency (%)
314	26	< 0.1%
300	32	< 0.1%
295	81	< 0.1%
289	32	< 0.1%
287	45	< 0.1%
280	40	< 0.1%
276	55	< 0.1%
273	29	< 0.1%
272	42	< 0.1%
271	84	< 0.1%

Heart_Rate_Group
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

normal	258737
high	247743
low	240622

Length

Max length	6
Median length	4
Mean length	4.3705679
Min length	3

Characters and Unicode

Total characters	3265260
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	high
2nd row	low
3rd row	low
4th row	high
5th row	high

Common Values

Value	Count	Frequency (%)
normal	258737	34.6%
high	247743	33.2%
low	240622	32.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	258737	34.6%
high	247743	33.2%
low	240622	32.2%

Most occurring characters

Value	Count	Frequency (%)
o	499359	15.3%
l	499359	15.3%
h	495486	15.2%
n	258737	7.9%
m	258737	7.9%
r	258737	7.9%
a	258737	7.9%
i	247743	7.6%
g	247743	7.6%
w	240622	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3265260	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	499359	15.3%
l	499359	15.3%
h	495486	15.2%
n	258737	7.9%
m	258737	7.9%
r	258737	7.9%
a	258737	7.9%
i	247743	7.6%
g	247743	7.6%
w	240622	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3265260	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	499359	15.3%
l	499359	15.3%
h	495486	15.2%
n	258737	7.9%
m	258737	7.9%
r	258737	7.9%
a	258737	7.9%
i	247743	7.6%
g	247743	7.6%
w	240622	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3265260	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	499359	15.3%
l	499359	15.3%
h	495486	15.2%
n	258737	7.9%
m	258737	7.9%
r	258737	7.9%
a	258737	7.9%
i	247743	7.6%
g	247743	7.6%
w	240622	7.4%

Duration_Group
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.4 MiB

long	198685
short	192848
medium	186356
very_long	169213

Length

Max length	9
Median length	6
Mean length	5.8894676
Min length	4

Characters and Unicode

Total characters	4400033
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	very_long
2nd row	short
3rd row	short
4th row	very_long
5th row	very_long

Common Values

Value	Count	Frequency (%)
long	198685	26.6%
short	192848	25.8%
medium	186356	24.9%
very_long	169213	22.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
long	198685	26.6%
short	192848	25.8%
medium	186356	24.9%
very_long	169213	22.6%

Most occurring characters

Value	Count	Frequency (%)
o	560746	12.7%
m	372712	8.5%
n	367898	8.4%
l	367898	8.4%
g	367898	8.4%
r	362061	8.2%
e	355569	8.1%
s	192848	4.4%
t	192848	4.4%
h	192848	4.4%
Other values (6)	1066707	24.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4400033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	560746	12.7%
m	372712	8.5%
n	367898	8.4%
l	367898	8.4%
g	367898	8.4%
r	362061	8.2%
e	355569	8.1%
s	192848	4.4%
t	192848	4.4%
h	192848	4.4%
Other values (6)	1066707	24.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4400033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	560746	12.7%
m	372712	8.5%
n	367898	8.4%
l	367898	8.4%
g	367898	8.4%
r	362061	8.2%
e	355569	8.1%
s	192848	4.4%
t	192848	4.4%
h	192848	4.4%
Other values (6)	1066707	24.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4400033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	560746	12.7%
m	372712	8.5%
n	367898	8.4%
l	367898	8.4%
g	367898	8.4%
r	362061	8.2%
e	355569	8.1%
s	192848	4.4%
t	192848	4.4%
h	192848	4.4%
Other values (6)	1066707	24.2%

Body_Temp_Deviation
Real number (ℝ)

High correlation

Distinct	75
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5373217

Minimum	0.6
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.6
5-th percentile	2
Q1	3.1
median	3.8
Q3	4.2
95-th percentile	4.4
Maximum	5
Range	4.4
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	0.77923045
Coefficient of variation (CV)	0.22028826
Kurtosis	0.52403928
Mean	3.5373217
Median Absolute Deviation (MAD)	0.4
Skewness	-1.0233571
Sum	2642740.1
Variance	0.60720009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.2	66909	9.0%
4.3	52562	7.0%
4	49440	6.6%
3.8	48817	6.5%
4.1	47951	6.4%
3.9	41890	5.6%
4.4	39801	5.3%
3.6	35844	4.8%
3.7	32049	4.3%
3.2	30671	4.1%
Other values (65)	301168	40.3%

Value	Count	Frequency (%)
0.6	22	< 0.1%
0.7	75	< 0.1%
0.8	189	< 0.1%
0.9	943	0.1%
1	972	0.1%
1.1	1159	0.2%
1.2	4323	0.6%
1.3	3347	0.4%
1.4	3743	0.5%
1.5	3826	0.5%

Value	Count	Frequency (%)
5	59	< 0.1%
4.9	165	< 0.1%
4.8	1424	0.2%
4.7	3418	0.5%
4.6	7985	1.1%
4.53	1	< 0.1%
4.5	15428	2.1%
4.4	39801	5.3%
4.397	1	< 0.1%
4.3	52562	7.0%

Is_Fever
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.4 MiB

1	469567
0	277535

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	747102
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Most occurring characters

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	469567	62.9%
0	277535	37.1%

Heart_Rate_Deviation
Real number (ℝ)

High correlation

Distinct	63
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.495697

Minimum	7
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	7
5-th percentile	20
Q1	28
median	35
Q3	43
95-th percentile	51
Maximum	68
Range	61
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.4511338
Coefficient of variation (CV)	0.2662614
Kurtosis	-0.67628535
Mean	35.495697
Median Absolute Deviation (MAD)	7
Skewness	-0.0074440109
Sum	26518906
Variance	89.32393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	34045	4.6%
39	29258	3.9%
42	28883	3.9%
34	27751	3.7%
41	27276	3.7%
36	26893	3.6%
30	26602	3.6%
29	25268	3.4%
33	25023	3.3%
44	24984	3.3%
Other values (53)	471119	63.1%

Value	Count	Frequency (%)
7	80	< 0.1%
8	53	< 0.1%
9	254	< 0.1%
10	173	< 0.1%
11	305	< 0.1%
12	657	0.1%
13	1044	0.1%
14	2028	0.3%
15	2153	0.3%
16	4037	0.5%

Value	Count	Frequency (%)
68	28	< 0.1%
67	4	< 0.1%
66	4	< 0.1%
65	56	< 0.1%
64	3	< 0.1%
63	23	< 0.1%
62	78	< 0.1%
61	185	< 0.1%
60	207	< 0.1%
59	399	0.1%

Log_Duration
Real number (ℝ)

High correlation

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6197709

Minimum	0.69314718
Maximum	3.4339872
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.69314718
5-th percentile	1.3862944
Q1	2.1972246
median	2.7725887
Q3	3.1780538
95-th percentile	3.3672958
Maximum	3.4339872
Range	2.74084
Interquartile range (IQR)	0.98082925

Descriptive statistics

Standard deviation	0.66605588
Coefficient of variation (CV)	0.25424203
Kurtosis	0.10634726
Mean	2.6197709
Median Absolute Deviation (MAD)	0.4462871
Skewness	-0.92323356
Sum	1957236.1
Variance	0.44363043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
2.302585093	28706	3.8%
3.295836866	28704	3.8%
2.995732274	28333	3.8%
2.772588722	27926	3.7%
2.48490665	27729	3.7%
3.258096538	27686	3.7%
1.791759469	27318	3.7%
2.833213344	27161	3.6%
3.36729583	27159	3.6%
2.197224577	26690	3.6%
Other values (20)	469690	62.9%

Value	Count	Frequency (%)
0.6931471806	12520	1.7%
1.098612289	23480	3.1%
1.386294361	26013	3.5%
1.609437912	25809	3.5%
1.791759469	27318	3.7%
1.945910149	26032	3.5%
2.079441542	24986	3.3%
2.197224577	26690	3.6%
2.302585093	28706	3.8%
2.397895273	26601	3.6%

Value	Count	Frequency (%)
3.433987204	12446	1.7%
3.401197382	23804	3.2%
3.36729583	27159	3.6%
3.33220451	24702	3.3%
3.295836866	28704	3.8%
3.258096538	27686	3.7%
3.218875825	24712	3.3%
3.17805383	22318	3.0%
3.135494216	23167	3.1%
3.091042453	26019	3.5%

Is_Short_Session
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.4 MiB

0	525548
1	221554

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	747102
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Most occurring characters

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	747102	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	525548	70.3%
1	221554	29.7%

Log_Weight
Real number (ℝ)

High correlation

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3156129

Minimum	3.6109179
Maximum	4.8903491
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	3.6109179
5-th percentile	4.0253517
Q1	4.1588831
median	4.3174881
Q3	4.4773368
95-th percentile	4.6051702
Maximum	4.8903491
Range	1.2794312
Interquartile range (IQR)	0.31845373

Descriptive statistics

Standard deviation	0.18478361
Coefficient of variation (CV)	0.042817467
Kurtosis	-1.0399195
Mean	4.3156129
Median Absolute Deviation (MAD)	0.15860503
Skewness	-0.051458823
Sum	3224203.1
Variance	0.034144984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.127134385	27643	3.7%
4.17438727	26549	3.6%
4.158883083	21392	2.9%
4.110873864	20523	2.7%
4.143134726	20240	2.7%
4.406719247	19897	2.7%
4.48863637	19471	2.6%
4.521788577	18825	2.5%
4.094344562	18653	2.5%
4.234106505	18178	2.4%
Other values (81)	535731	71.7%

Value	Count	Frequency (%)
3.610917913	1	< 0.1%
3.63758616	1	< 0.1%
3.688879454	1	< 0.1%
3.713572067	2	< 0.1%
3.737669618	3	< 0.1%
3.761200116	3	< 0.1%
3.784189634	4	< 0.1%
3.80666249	36	< 0.1%
3.828641396	74	< 0.1%
3.850147602	57	< 0.1%

Value	Count	Frequency (%)
4.890349128	2	< 0.1%
4.859812404	3	< 0.1%
4.844187086	3	< 0.1%
4.828313737	1	< 0.1%
4.820281566	10	< 0.1%
4.812184355	3	< 0.1%
4.804021045	46	< 0.1%
4.795790546	1	< 0.1%
4.787491743	17	< 0.1%
4.779123493	18	< 0.1%

Log_Age
Real number (ℝ)

High correlation

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6819791

Minimum	3.0445224
Maximum	4.3820266
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	3.0445224
5-th percentile	3.0910425
Q1	3.3672958
median	3.7135721
Q3	3.9702919
95-th percentile	4.2626799
Maximum	4.3820266
Range	1.3375042
Interquartile range (IQR)	0.60299608

Descriptive statistics

Standard deviation	0.36636403
Coefficient of variation (CV)	0.099501931
Kurtosis	-1.0618193
Mean	3.6819791
Median Absolute Deviation (MAD)	0.29376112
Skewness	-0.090128944
Sum	2750813.9
Variance	0.1342226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.091042453	36132	4.8%
3.496507561	26623	3.6%
3.044522438	26128	3.5%
3.713572067	22168	3.0%
3.828641396	21436	2.9%
3.135494216	21204	2.8%
3.295836866	20730	2.8%
3.258096538	20539	2.7%
4.007333185	20352	2.7%
3.761200116	20075	2.7%
Other values (50)	511715	68.5%

Value	Count	Frequency (%)
3.044522438	26128	3.5%
3.091042453	36132	4.8%
3.135494216	21204	2.8%
3.17805383	14609	2.0%
3.218875825	17775	2.4%
3.258096538	20539	2.7%
3.295836866	20730	2.8%
3.33220451	14444	1.9%
3.36729583	18001	2.4%
3.401197382	16746	2.2%

Value	Count	Frequency (%)
4.382026635	4273	0.6%
4.369447852	1607	0.2%
4.356708827	1706	0.2%
4.343805422	1078	0.1%
4.33073334	4035	0.5%
4.317488114	3792	0.5%
4.304065093	5451	0.7%
4.290459441	5003	0.7%
4.276666119	6734	0.9%
4.262679877	3968	0.5%

BMI
Real number (ℝ)

High correlation

Distinct	2206
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.374222

Minimum	12.375937
Maximum	46.443986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	12.375937
5-th percentile	21.926126
Q1	23.255019
median	24.391059
Q3	25.484765
95-th percentile	26.836008
Maximum	46.443986
Range	34.068048
Interquartile range (IQR)	2.2297459

Descriptive statistics

Standard deviation	1.5116561
Coefficient of variation (CV)	0.062018638
Kurtosis	-0.067110434
Mean	24.374222
Median Absolute Deviation (MAD)	1.1016634
Skewness	-0.0028575475
Sum	18210030
Variance	2.2851041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.53304271	4846	0.6%
24.69040546	4055	0.5%
23.14725512	3416	0.5%
22.67995241	3403	0.5%
25.16514627	3205	0.4%
26.02304899	3121	0.4%
24.15881797	3051	0.4%
23.33768443	3034	0.4%
22.40817899	3013	0.4%
24.44180209	2964	0.4%
Other values (2196)	712994	95.4%

Value	Count	Frequency (%)
12.3759373	1	< 0.1%
12.58257314	1	< 0.1%
13.5496255	1	< 0.1%
13.72644342	2	< 0.1%
14.04450548	1	< 0.1%
14.1723356	1	< 0.1%
14.20339258	1	< 0.1%
14.30855989	1	< 0.1%
15.31718352	1	< 0.1%
15.80588662	1	< 0.1%

Value	Count	Frequency (%)
46.44398574	1	< 0.1%
44.09832989	1	< 0.1%
41.78668506	1	< 0.1%
40.97529312	1	< 0.1%
40.16390117	1	< 0.1%
39.65710623	1	< 0.1%
39.32823129	1	< 0.1%
39.15984336	1	< 0.1%
38.671875	1	< 0.1%
38.54111729	1	< 0.1%

Calories_Est
Real number (ℝ)

High correlation

Distinct	21523
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.572412

Minimum	0.335
Maximum	43.923
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.335
5-th percentile	1.5252
Q1	5.336
median	10.602
Q3	16.8096
95-th percentile	25.3552
Maximum	43.923
Range	43.588
Interquartile range (IQR)	11.4736

Descriptive statistics

Standard deviation	7.4490491
Coefficient of variation (CV)	0.6436903
Kurtosis	-0.49743968
Mean	11.572412
Median Absolute Deviation (MAD)	5.6544
Skewness	0.5319443
Sum	8645771.9
Variance	55.488332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.336	486	0.1%
9.504	434	0.1%
6.552	433	0.1%
15.7248	429	0.1%
7.128	422	0.1%
7.2072	417	0.1%
12.672	407	0.1%
13.464	398	0.1%
8.736	396	0.1%
13.104	394	0.1%
Other values (21513)	742886	99.4%

Value	Count	Frequency (%)
0.335	1	< 0.1%
0.345	2	< 0.1%
0.3478	1	< 0.1%
0.3484	1	< 0.1%
0.35	1	< 0.1%
0.3551	1	< 0.1%
0.357	2	< 0.1%
0.3577	1	< 0.1%
0.3588	2	< 0.1%
0.3618	1	< 0.1%

Value	Count	Frequency (%)
43.923	1	< 0.1%
43.197	1	< 0.1%
42.3612	1	< 0.1%
41.7339	1	< 0.1%
41.4062	1	< 0.1%
40.716	2	< 0.1%
40.698	1	< 0.1%
40.4608	1	< 0.1%
40.3767	2	< 0.1%
40.293	1	< 0.1%

Log_Calories_Est
Real number (ℝ)

High correlation

Distinct	21523
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.313711

Minimum	0.28893129
Maximum	3.8049499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.28893129
5-th percentile	0.92632027
Q1	1.8462477
median	2.4511775
Q3	2.8797376
95-th percentile	3.2716656
Maximum	3.8049499
Range	3.5160186
Interquartile range (IQR)	1.03349

Descriptive statistics

Standard deviation	0.71692098
Coefficient of variation (CV)	0.30985762
Kurtosis	-0.38160497
Mean	2.313711
Median Absolute Deviation (MAD)	0.4907478
Skewness	-0.62326453
Sum	1728578.1
Variance	0.51397569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.992793735	486	0.1%
2.351756137	434	0.1%
2.021812429	433	0.1%
2.816892648	429	0.1%
2.095314891	422	0.1%
2.105011818	417	0.1%
2.615349946	407	0.1%
2.671662804	398	0.1%
2.275830356	396	0.1%
2.646458445	394	0.1%
Other values (21513)	742886	99.4%

Value	Count	Frequency (%)
0.2889312919	1	< 0.1%
0.2963940131	2	< 0.1%
0.2984736335	1	< 0.1%
0.2989187044	1	< 0.1%
0.3001045925	1	< 0.1%
0.3038752523	1	< 0.1%
0.3052763809	2	< 0.1%
0.3057920916	1	< 0.1%
0.3066019573	2	< 0.1%
0.3088073541	1	< 0.1%

Value	Count	Frequency (%)
3.804949913	1	< 0.1%
3.788656913	1	< 0.1%
3.769565032	1	< 0.1%
3.754992516	1	< 0.1%
3.747294578	1	< 0.1%
3.730884748	2	< 0.1%
3.730453166	1	< 0.1%
3.724748403	1	< 0.1%
3.72271792	2	< 0.1%
3.720692994	1	< 0.1%

Effort
Real number (ℝ)

High correlation

Distinct	1047
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1542.9263

Minimum	67
Maximum	3840
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	67
5-th percentile	228
Q1	728
median	1455
Q3	2325
95-th percentile	3103
Maximum	3840
Range	3773
Interquartile range (IQR)	1597

Descriptive statistics

Standard deviation	932.39299
Coefficient of variation (CV)	0.6043017
Kurtosis	-1.1360849
Mean	1542.9263
Median Absolute Deviation (MAD)	789
Skewness	0.21951268
Sum	1.1527233 × 10⁹
Variance	869356.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2808	4476	0.6%
1440	3842	0.5%
3024	3726	0.5%
1632	3711	0.5%
990	3457	0.5%
819	3228	0.4%
2600	3201	0.4%
2496	3175	0.4%
1900	3158	0.4%
1274	3107	0.4%
Other values (1037)	712021	95.3%

Value	Count	Frequency (%)
67	43	< 0.1%
68	28	< 0.1%
69	131	< 0.1%
70	85	< 0.1%
71	59	< 0.1%
72	171	< 0.1%
73	233	< 0.1%
74	382	0.1%
75	279	< 0.1%
76	986	0.1%

Value	Count	Frequency (%)
3840	12	< 0.1%
3780	2	< 0.1%
3750	7	< 0.1%
3712	12	< 0.1%
3690	3	< 0.1%
3683	2	< 0.1%
3660	9	< 0.1%
3654	1	< 0.1%
3630	26	< 0.1%
3625	21	< 0.1%

Log_Effort
Real number (ℝ)

High correlation

Distinct	1047
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0699786

Minimum	4.2195077
Maximum	8.253488
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	4.2195077
5-th percentile	5.433722
Q1	6.5916737
median	7.2834482
Q3	7.7519053
95-th percentile	8.0404469
Maximum	8.253488
Range	4.0339803
Interquartile range (IQR)	1.1602316

Descriptive statistics

Standard deviation	0.84994711
Coefficient of variation (CV)	0.12021919
Kurtosis	0.52902331
Mean	7.0699786
Median Absolute Deviation (MAD)	0.54174753
Skewness	-1.0245358
Sum	5281995.1
Variance	0.72241009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.940583827	4476	0.6%
7.273092596	3842	0.5%
8.01466637	3726	0.5%
7.398174093	3711	0.5%
6.898714534	3457	0.5%
6.70930434	3228	0.4%
7.863651265	3201	0.4%
7.82284529	3175	0.4%
7.550135342	3158	0.4%
7.150701458	3107	0.4%
Other values (1037)	712021	95.3%

Value	Count	Frequency (%)
4.219507705	43	< 0.1%
4.234106505	28	< 0.1%
4.248495242	131	< 0.1%
4.262679877	85	< 0.1%
4.276666119	59	< 0.1%
4.290459441	171	< 0.1%
4.304065093	233	< 0.1%
4.317488114	382	0.1%
4.33073334	279	< 0.1%
4.343805422	986	0.1%

Value	Count	Frequency (%)
8.253488028	12	< 0.1%
8.237743804	2	< 0.1%
8.22977775	7	< 0.1%
8.219595454	12	< 0.1%
8.213652703	3	< 0.1%
8.211754397	2	< 0.1%
8.205491613	9	< 0.1%
8.203851372	1	< 0.1%
8.197263371	26	< 0.1%
8.195885391	21	< 0.1%

Intensity_Index
Real number (ℝ)

High correlation

Distinct	3033
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.53892267

Minimum	0.335
Maximum	0.90780142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.335
5-th percentile	0.43005181
Q1	0.48730964
median	0.53266332
Q3	0.58285714
95-th percentile	0.67114094
Maximum	0.90780142
Range	0.57280142
Interquartile range (IQR)	0.095547498

Descriptive statistics

Standard deviation	0.073009348
Coefficient of variation (CV)	0.13547277
Kurtosis	0.25717124
Mean	0.53892267
Median Absolute Deviation (MAD)	0.047663317
Skewness	0.51505609
Sum	402630.2
Variance	0.0053303649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	11709	1.6%
0.6	3248	0.4%
0.5714285714	2524	0.3%
0.5384615385	2066	0.3%
0.5555555556	1998	0.3%
0.5454545455	1947	0.3%
0.4572864322	1921	0.3%
0.5333333333	1909	0.3%
0.6666666667	1876	0.3%
0.5833333333	1870	0.3%
Other values (3023)	716034	95.8%

Value	Count	Frequency (%)
0.335	3	< 0.1%
0.3366834171	5	< 0.1%
0.3383838384	4	< 0.1%
0.34	3	< 0.1%
0.3401015228	2	< 0.1%
0.3417085427	2	< 0.1%
0.3418367347	5	< 0.1%
0.3434343434	3	< 0.1%
0.3435897436	3	< 0.1%
0.345	10	< 0.1%

Value	Count	Frequency (%)
0.9078014184	1	< 0.1%
0.8951048951	2	< 0.1%
0.8865248227	2	< 0.1%
0.8802816901	1	< 0.1%
0.8767123288	1	< 0.1%
0.8741258741	1	< 0.1%
0.8723404255	2	< 0.1%
0.8680555556	1	< 0.1%
0.8648648649	1	< 0.1%
0.8620689655	6	< 0.1%

Effort_Per_Kg
Real number (ℝ)

High correlation

Distinct	31140
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.309

Minimum	0.64761905
Maximum	83.571429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.64761905
5-th percentile	2.7636364
Q1	9.6808511
median	19.5
Q3	31.317073
95-th percentile	46.366667
Maximum	83.571429
Range	82.92381
Interquartile range (IQR)	21.636222

Descriptive statistics

Standard deviation	13.70635
Coefficient of variation (CV)	0.64321884
Kurtosis	-0.5582005
Mean	21.309
Median Absolute Deviation (MAD)	10.668831
Skewness	0.49741758
Sum	15919996
Variance	187.86403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	1038	0.1%
12	1003	0.1%
24	985	0.1%
18	969	0.1%
10	937	0.1%
8	928	0.1%
9	926	0.1%
7	875	0.1%
11	848	0.1%
6	810	0.1%
Other values (31130)	737783	98.8%

Value	Count	Frequency (%)
0.6476190476	1	< 0.1%
0.6486486486	1	< 0.1%
0.6696428571	1	< 0.1%
0.6727272727	1	< 0.1%
0.6764705882	3	< 0.1%
0.6831683168	2	< 0.1%
0.6846846847	1	< 0.1%
0.6857142857	1	< 0.1%
0.6862745098	2	< 0.1%
0.6886792453	1	< 0.1%

Value	Count	Frequency (%)
83.57142857	1	< 0.1%
78	1	< 0.1%
75.4	1	< 0.1%
74.69387755	1	< 0.1%
74.66666667	3	< 0.1%
74	1	< 0.1%
73.69565217	1	< 0.1%
73.46666667	1	< 0.1%
73.04347826	1	< 0.1%
72.54545455	1	< 0.1%

Log_Effort_Per_Kg
Real number (ℝ)

High correlation

Distinct	31140
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8574717

Minimum	0.49933124
Maximum	4.4375965
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.49933124
5-th percentile	1.3253856
Q1	2.3684525
median	3.0204249
Q3	3.4755957
95-th percentile	3.8579187
Maximum	4.4375965
Range	3.9382652
Interquartile range (IQR)	1.1071432

Descriptive statistics

Standard deviation	0.77962875
Coefficient of variation (CV)	0.27283866
Kurtosis	-0.14372621
Mean	2.8574717
Median Absolute Deviation (MAD)	0.5182686
Skewness	-0.7447187
Sum	2134822.8
Variance	0.60782098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.772588722	1038	0.1%
2.564949357	1003	0.1%
3.218875825	985	0.1%
2.944438979	969	0.1%
2.397895273	937	0.1%
2.197224577	928	0.1%
2.302585093	926	0.1%
2.079441542	875	0.1%
2.48490665	848	0.1%
1.945910149	810	0.1%
Other values (31130)	737783	98.8%

Value	Count	Frequency (%)
0.4993312443	1	< 0.1%
0.4999559515	1	< 0.1%
0.5126097456	1	< 0.1%
0.5144553918	1	< 0.1%
0.5166907432	3	< 0.1%
0.5206779202	2	< 0.1%
0.5215784155	1	< 0.1%
0.5221893824	1	< 0.1%
0.5225216635	2	< 0.1%
0.5239467117	1	< 0.1%

Value	Count	Frequency (%)
4.437596486	1	< 0.1%
4.369447852	1	< 0.1%
4.335982696	1	< 0.1%
4.326697279	1	< 0.1%
4.326337729	3	< 0.1%
4.317488114	1	< 0.1%
4.313421887	1	< 0.1%
4.310351598	1	< 0.1%
4.304652465	1	< 0.1%
4.297903644	1	< 0.1%

Duration_Per_Age
Real number (ℝ)

High correlation

Distinct	1236
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4276969

Minimum	0.012658228
Maximum	1.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.4 MiB

Quantile statistics

Minimum	0.012658228
5-th percentile	0.0625
Q1	0.19444444
median	0.375
Q3	0.59090909
95-th percentile	1.037037
Maximum	1.5
Range	1.4873418
Interquartile range (IQR)	0.39646465

Descriptive statistics

Standard deviation	0.29563256
Coefficient of variation (CV)	0.69121979
Kurtosis	0.52394544
Mean	0.4276969
Median Absolute Deviation (MAD)	0.19190141
Skewness	0.9539109
Sum	319533.21
Variance	0.08739861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	11397	1.5%
0.3333333333	9372	1.3%
1	8072	1.1%
0.25	7959	1.1%
0.4	6120	0.8%
0.2	6049	0.8%
0.1666666667	5330	0.7%
0.6666666667	5190	0.7%
0.1428571429	4626	0.6%
0.4285714286	4361	0.6%
Other values (1226)	678626	90.8%

Value	Count	Frequency (%)
0.01265822785	13	< 0.1%
0.01282051282	33	< 0.1%
0.01298701299	13	< 0.1%
0.01315789474	2	< 0.1%
0.01333333333	64	< 0.1%
0.01351351351	16	< 0.1%
0.01369863014	82	< 0.1%
0.01388888889	84	< 0.1%
0.01408450704	40	< 0.1%
0.01428571429	53	< 0.1%

Value	Count	Frequency (%)
1.5	290	< 0.1%
1.45	517	0.1%
1.428571429	588	0.1%
1.4	626	0.1%
1.380952381	1102	0.1%
1.363636364	451	0.1%
1.35	740	0.1%
1.333333333	1241	0.2%
1.318181818	943	0.1%
1.304347826	204	< 0.1%

Interactions

Correlations

	Age	BMI	Body_Temp	Body_Temp_Deviation	Calories	Calories_Est	Duration	Duration_Group	Duration_Per_Age	Effort	Effort_Per_Kg	Heart_Rate	Heart_Rate_Deviation	Heart_Rate_Group	Height	Intensity_Index	Is_Fever	Is_Short_Session	Log_Age	Log_Calories_Est	Log_Duration	Log_Effort	Log_Effort_Per_Kg	Log_Weight	Weight
Age	1.000	0.191	0.025	0.025	0.118	0.026	0.011	0.045	-0.477	0.012	-0.007	0.008	0.008	0.045	0.016	0.636	0.036	0.031	1.000	0.026	0.011	0.012	-0.007	0.076	0.076
BMI	0.191	1.000	0.010	0.010	0.026	0.192	0.005	0.022	-0.089	0.007	-0.182	0.018	0.018	0.013	0.555	0.129	0.004	0.011	0.191	0.192	0.005	0.007	-0.182	0.752	0.752
Body_Temp	0.025	0.010	1.000	1.000	0.934	0.913	0.945	0.710	0.799	0.943	0.910	0.841	0.841	0.621	-0.027	0.642	0.914	0.895	0.025	0.913	0.945	0.943	0.910	-0.017	-0.017
Body_Temp_Deviation	0.025	0.010	1.000	1.000	0.934	0.913	0.945	0.710	0.799	0.943	0.910	0.841	0.841	0.621	-0.027	0.642	0.914	0.895	0.025	0.913	0.945	0.943	0.910	-0.017	-0.017
Calories	0.118	0.026	0.934	0.934	1.000	0.954	0.981	0.827	0.773	0.988	0.947	0.927	0.927	0.745	-0.028	0.767	0.867	0.883	0.118	0.954	0.981	0.988	0.947	-0.013	-0.013
Calories_Est	0.026	0.192	0.913	0.913	0.954	1.000	0.959	0.750	0.808	0.962	0.855	0.880	0.880	0.669	0.209	0.670	0.847	0.870	0.026	1.000	0.959	0.962	0.855	0.227	0.227
Duration	0.011	0.005	0.945	0.945	0.981	0.959	1.000	0.936	0.844	0.997	0.959	0.885	0.885	0.690	-0.030	0.665	0.907	1.000	0.011	0.959	1.000	0.997	0.959	-0.022	-0.022
Duration_Group	0.045	0.022	0.710	0.710	0.827	0.750	0.936	1.000	0.580	0.906	0.753	0.615	0.615	0.666	0.032	0.407	0.850	0.919	0.045	0.755	0.891	0.886	0.748	0.032	0.038
Duration_Per_Age	-0.477	-0.089	0.799	0.799	0.773	0.808	0.844	0.580	1.000	0.842	0.826	0.746	0.746	0.538	-0.033	0.256	0.758	0.798	-0.477	0.808	0.844	0.842	0.826	-0.055	-0.055
Effort	0.012	0.007	0.943	0.943	0.988	0.962	0.997	0.906	0.842	1.000	0.961	0.915	0.915	0.731	-0.029	0.687	0.898	0.971	0.012	0.962	0.997	1.000	0.961	-0.020	-0.020
Effort_Per_Kg	-0.007	-0.182	0.910	0.910	0.947	0.855	0.959	0.753	0.826	0.961	1.000	0.875	0.875	0.664	-0.269	0.648	0.843	0.878	-0.007	0.855	0.959	0.961	1.000	-0.270	-0.270
Heart_Rate	0.008	0.018	0.841	0.841	0.927	0.880	0.885	0.615	0.746	0.915	0.875	1.000	1.000	0.862	-0.016	0.750	0.749	0.747	0.008	0.880	0.885	0.915	0.875	-0.006	-0.006
Heart_Rate_Deviation	0.008	0.018	0.841	0.841	0.927	0.880	0.885	0.615	0.746	0.915	0.875	1.000	1.000	0.862	-0.016	0.750	0.749	0.747	0.008	0.880	0.885	0.915	0.875	-0.006	-0.006
Heart_Rate_Group	0.045	0.013	0.621	0.621	0.745	0.669	0.690	0.666	0.538	0.731	0.664	0.862	0.862	1.000	0.026	0.537	0.716	0.706	0.039	0.674	0.682	0.712	0.666	0.021	0.030
Height	0.016	0.555	-0.027	-0.027	-0.028	0.209	-0.030	0.032	-0.033	-0.029	-0.269	-0.016	-0.016	0.026	1.000	-0.010	0.035	0.039	0.016	0.209	-0.030	-0.029	-0.269	0.962	0.962
Intensity_Index	0.636	0.129	0.642	0.642	0.767	0.670	0.665	0.407	0.256	0.687	0.648	0.750	0.750	0.537	-0.010	1.000	0.553	0.553	0.636	0.670	0.665	0.687	0.648	0.035	0.035
Is_Fever	0.036	0.004	0.914	0.914	0.867	0.847	0.907	0.850	0.758	0.898	0.843	0.749	0.749	0.716	0.035	0.553	1.000	0.829	0.040	0.864	0.907	0.897	0.861	0.024	0.035
Is_Short_Session	0.031	0.011	0.895	0.895	0.883	0.870	1.000	0.919	0.798	0.971	0.878	0.747	0.747	0.706	0.039	0.553	0.829	1.000	0.036	0.899	1.000	0.934	0.902	0.026	0.038
Log_Age	1.000	0.191	0.025	0.025	0.118	0.026	0.011	0.045	-0.477	0.012	-0.007	0.008	0.008	0.039	0.016	0.636	0.040	0.036	1.000	0.026	0.011	0.012	-0.007	0.076	0.076
Log_Calories_Est	0.026	0.192	0.913	0.913	0.954	1.000	0.959	0.755	0.808	0.962	0.855	0.880	0.880	0.674	0.209	0.670	0.864	0.899	0.026	1.000	0.959	0.962	0.855	0.227	0.227
Log_Duration	0.011	0.005	0.945	0.945	0.981	0.959	1.000	0.891	0.844	0.997	0.959	0.885	0.885	0.682	-0.030	0.665	0.907	1.000	0.011	0.959	1.000	0.997	0.959	-0.022	-0.022
Log_Effort	0.012	0.007	0.943	0.943	0.988	0.962	0.997	0.886	0.842	1.000	0.961	0.915	0.915	0.712	-0.029	0.687	0.897	0.934	0.012	0.962	0.997	1.000	0.961	-0.020	-0.020
Log_Effort_Per_Kg	-0.007	-0.182	0.910	0.910	0.947	0.855	0.959	0.748	0.826	0.961	1.000	0.875	0.875	0.666	-0.269	0.648	0.861	0.902	-0.007	0.855	0.959	0.961	1.000	-0.270	-0.270
Log_Weight	0.076	0.752	-0.017	-0.017	-0.013	0.227	-0.022	0.032	-0.055	-0.020	-0.270	-0.006	-0.006	0.021	0.962	0.035	0.024	0.026	0.076	0.227	-0.022	-0.020	-0.270	1.000	1.000
Weight	0.076	0.752	-0.017	-0.017	-0.013	0.227	-0.022	0.038	-0.055	-0.020	-0.270	-0.006	-0.006	0.030	0.962	0.035	0.035	0.038	0.076	0.227	-0.022	-0.020	-0.270	1.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Age	Height	Weight	Duration	Heart_Rate	Body_Temp	Calories	Heart_Rate_Group	Duration_Group	Body_Temp_Deviation	Is_Fever	Heart_Rate_Deviation	Log_Duration	Is_Short_Session	Log_Weight	Log_Age	BMI	Calories_Est	Log_Calories_Est	Effort	Log_Effort	Intensity_Index	Effort_Per_Kg	Log_Effort_Per_Kg	Duration_Per_Age
id
0	36	189.0	82.0	26.0	101.0	41.0	150.0	high	very_long	4.5	1	41.0	3.295837	0	4.418841	3.610918	22.955684	21.5332	3.114990	2626.0	7.873598	0.548913	32.024390	3.497246	0.722222
1	64	163.0	60.0	8.0	85.0	39.7	34.0	low	short	3.2	0	25.0	2.197225	1	4.110874	4.174387	22.582709	4.0800	1.625311	680.0	6.523562	0.544872	11.333333	2.512306	0.125000
2	51	161.0	64.0	7.0	84.0	39.8	29.0	low	short	3.3	0	24.0	2.079442	1	4.174387	3.951244	24.690405	3.7632	1.560920	588.0	6.378426	0.497041	9.187500	2.321161	0.137255
3	20	192.0	90.0	25.0	105.0	40.7	140.0	high	very_long	4.2	1	45.0	3.258097	0	4.510860	3.044522	24.414062	23.6250	3.203762	2625.0	7.873217	0.525000	29.166667	3.406738	1.250000
4	38	166.0	61.0	25.0	102.0	40.6	146.0	high	very_long	4.1	1	42.0	3.258097	0	4.127134	3.663562	22.136740	15.5550	2.806688	2550.0	7.844241	0.560440	41.803279	3.756615	0.657895
5	26	156.0	56.0	19.0	100.0	40.5	103.0	normal	long	4.0	1	40.0	2.995732	0	4.043051	3.295837	23.011177	10.6400	2.454447	1900.0	7.550135	0.515464	33.928571	3.553305	0.730769
6	21	172.0	73.0	3.0	81.0	38.3	9.0	low	short	1.8	0	21.0	1.386294	1	4.304065	3.091042	24.675500	1.7739	1.020254	243.0	5.497168	0.407035	3.328767	1.465283	0.142857
7	46	188.0	94.0	23.0	100.0	40.8	145.0	normal	long	4.3	1	40.0	3.178054	0	4.553877	3.850148	26.595745	21.6200	3.118834	2300.0	7.741099	0.574713	24.468085	3.237426	0.500000
8	33	166.0	63.0	25.0	107.0	40.5	161.0	high	very_long	4.0	1	47.0	3.258097	0	4.158883	3.526361	22.862534	16.8525	2.882144	2675.0	7.892078	0.572193	42.460317	3.771848	0.757576
9	65	185.0	88.0	23.0	104.0	41.0	185.0	high	long	4.5	1	44.0	3.178054	0	4.488636	4.189655	25.712199	21.0496	3.093294	2392.0	7.780303	0.670968	27.181818	3.338677	0.353846

	Age	Height	Weight	Duration	Heart_Rate	Body_Temp	Calories	Heart_Rate_Group	Duration_Group	Body_Temp_Deviation	Is_Fever	Heart_Rate_Deviation	Log_Duration	Is_Short_Session	Log_Weight	Log_Age	BMI	Calories_Est	Log_Calories_Est	Effort	Log_Effort	Intensity_Index	Effort_Per_Kg	Log_Effort_Per_Kg	Duration_Per_Age
id
749990	58	175.0	73.0	5.0	87.0	39.4	23.0	low	short	2.9	0	27.0	1.791759	1	4.304065	4.077537	23.836735	3.1755	1.429234	435.0	6.077642	0.537037	5.958904	1.940022	0.086207
749991	42	149.0	49.0	26.0	108.0	40.7	178.0	high	very_long	4.2	1	48.0	3.295837	0	3.912023	3.761200	22.071078	13.7592	2.691867	2808.0	7.940584	0.606742	57.306122	4.065707	0.619048
749992	29	199.0	96.0	28.0	108.0	41.0	182.0	high	very_long	4.5	1	48.0	3.367296	0	4.574711	3.401197	24.241812	29.0304	3.402210	3024.0	8.014666	0.565445	31.500000	3.481240	0.965517
749993	25	179.0	75.0	13.0	101.0	40.1	66.0	high	medium	3.6	1	41.0	2.639057	0	4.330733	3.258097	23.407509	9.8475	2.383935	1313.0	7.180831	0.517949	17.506667	2.918131	0.520000
749994	21	157.0	58.0	11.0	86.0	39.5	42.0	low	medium	3.0	0	26.0	2.484907	0	4.077537	3.091042	23.530366	5.4868	1.869769	946.0	6.853299	0.432161	16.310345	2.851304	0.523810
749995	28	193.0	97.0	30.0	114.0	40.9	230.0	high	very_long	4.4	1	54.0	3.433987	0	4.584967	3.367296	26.040968	33.1740	3.531465	3420.0	8.137688	0.593750	35.257732	3.590653	1.071429
749996	64	165.0	63.0	18.0	92.0	40.5	96.0	normal	long	4.0	1	32.0	2.944439	0	4.158883	4.174387	23.140496	10.4328	2.436486	1656.0	7.412764	0.589744	26.285714	3.306363	0.281250
749997	60	162.0	67.0	29.0	113.0	40.9	221.0	high	very_long	4.4	1	53.0	3.401197	0	4.219508	4.110874	25.529645	21.9559	3.133575	3277.0	8.094989	0.706250	48.910448	3.910230	0.483333
749998	45	182.0	91.0	17.0	102.0	40.3	109.0	high	long	3.8	1	42.0	2.890372	0	4.521789	3.828641	27.472527	15.7794	2.820152	1734.0	7.458763	0.582857	19.054945	2.998476	0.377778
749999	39	171.0	65.0	19.0	97.0	40.6	103.0	normal	long	4.1	1	37.0	2.995732	0	4.189655	3.688879	22.229062	11.9795	2.563371	1843.0	7.519692	0.535912	28.353846	3.379424	0.487179

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample